The code was derived from work by the DSI. This analysis seeks to model % of tests positive using wastewater Data. This model has logical reasons to be predictive but only finds moderate success when broken down by collection site. Particularly it consistently underpredicts the % positive rate in the P2 district.
The Original R code file can be found in the [pandemic github repository](https://github.com/UW-Madison-DataScience/pandemic/blob/master/wastewater.Rmd).
The Code for this R File can be found in the [Marlin Lee waste Water Work](https://github.com/MarlinRLee/Covid-Waste-Water-Exploration/blob/main/general%20model%20finding.Rmd)

Analysis with old data

## # A tibble: 8 x 3
##   Date       CovRatioDif PMMoVDif
##   <chr>            <dbl>    <dbl>
## 1 2020-10-12       1.00     3.91 
## 2 2020-10-13       1.00     4.18 
## 3 2020-10-26       0.925    0.337
## 4 2020-10-27       0.379    0.861
## 5 2020-11-09       0.229    0.310
## 6 2020-11-10       0.199    1.16 
## 7 2020-11-16       0.211    0.333
## 8 2021-01-18       1.00     2.15